Non-intrusive load monitoring by using active and reactive power in additive Factorial Hidden Markov Models R Bonfigli, E Principi, M Fagiani, M Severini, S Squartini, F Piazza Applied Energy, 2017 | 205 | 2017 |
Denoising autoencoders for non-intrusive load monitoring: improvements and comparative evaluation R Bonfigli, A Felicetti, E Principi, M Fagiani, S Squartini, F Piazza Energy and Buildings 158, 1461-1474, 2018 | 176 | 2018 |
Unsupervised algorithms for non-intrusive load monitoring: An up-to-date overview R Bonfigli, S Squartini, M Fagiani, F Piazza 2015 IEEE 15th international conference on environment and electrical …, 2015 | 169 | 2015 |
A review of datasets and load forecasting techniques for smart natural gas and water grids: Analysis and experiments M Fagiani, S Squartini, L Gabrielli, S Spinsante, F Piazza Neurocomputing 170, 448-465, 2015 | 59 | 2015 |
A non-intrusive load monitoring algorithm based on non-uniform sampling of power data and deep neural networks M Fagiani, R Bonfigli, E Principi, S Squartini, L Mandolini Energies 12 (7), 1371, 2019 | 32 | 2019 |
Signer independent isolated Italian sign recognition based on hidden Markov models M Fagiani, E Principi, S Squartini, F Piazza Pattern Analysis and Applications 18, 385-402, 2015 | 29 | 2015 |
A statistical framework for automatic leakage detection in smart water and gas grids M Fagiani, S Squartini, L Gabrielli, M Severini, F Piazza Energies 9 (9), 665, 2016 | 21 | 2016 |
Computational Intelligence in Smart water and gas grids: An up-to-date overview M Fagiani, S Squartini, L Gabrielli, M Pizzichini, S Spinsante 2014 International Joint Conference on Neural Networks (IJCNN), 921-926, 2014 | 16 | 2014 |
A novelty detection approach to identify the occurrence of leakage in smart gas and water grids M Fagiani, S Squartini, M Severini, F Piazza 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 15 | 2015 |
Domestic water and natural gas demand forecasting by using heterogeneous data: a preliminary study M Fagiani, S Squartini, L Gabrielli, S Spinsante, F Piazza Advances in neural networks: computational and theoretical issues, 185-194, 2015 | 14 | 2015 |
Collaborative energy management in a micro-grid by multi-objective mathematical programming O Pisacane, M Severini, M Fagiani, S Squartini Energy and Buildings 203, 109432, 2019 | 13 | 2019 |
Improving the performance of the AFAMAP algorithm for Non-Intrusive Load Monitoring R Bonfigli, M Severini, S Squartini, M Fagiani, F Piazza 2016 IEEE Congress on Evolutionary Computation (CEC), 303-310, 2016 | 13 | 2016 |
Energy management with the support of dynamic pricing strategies in real micro-grid scenarios M Severini, S Squartini, M Fagiani, F Piazza 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 13 | 2015 |
A new system for automatic recognition of italian sign language M Fagiani, E Principi, S Squartini, F Piazza Neural Nets and Surroundings: 22nd Italian Workshop on Neural Nets, WIRN …, 2013 | 11 | 2013 |
rEMpy: A comprehensive software framework for residential energy management M Fagiani, M Severini, M Valenti, F Ferracuti, L Ciabattoni, S Squartini Energy and Buildings 171, 131-143, 2018 | 10 | 2018 |
A new Italian sign language database M Fagiani, E Principi, S Squartini, F Piazza Advances in Brain Inspired Cognitive Systems: 5th International Conference …, 2012 | 10 | 2012 |
User-aided footprint extraction for appliance modelling in Non-Intrusive Load Monitoring R Bonfigli, E Principi, S Squartini, M Fagiani, M Severini, F Piazza 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016 | 9 | 2016 |
Short-term load forecasting for smart water and gas grids: A comparative evaluation M Fagiani, S Squartini, R Bonfigli, F Piazza 2015 IEEE 15th International Conference on Environment and Electrical …, 2015 | 7 | 2015 |
Multichannel cepstral domain feature warping for robust speech recognition S Squartini, M Fagiani, E Principi, F Piazza Front Artif Intell Appl 226, 284-292, 2011 | 7 | 2011 |
Energy management with support of PV partial shading modelling in micro grid environments M Severini, E Principi, M Fagiani, S Squartini, F Piazza Energies 10 (4), 453, 2017 | 6 | 2017 |